Guillaume Bouchard

Orcid: 0009-0006-5332-0923

According to our database1, Guillaume Bouchard authored at least 57 papers between 2005 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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On csauthors.net:

Bibliography

2024
Detecting Harmful Content on Online Platforms: What Platforms Need vs. Where Research Efforts Go.
ACM Comput. Surv., March, 2024

2022
A task programming implementation for the particle in cell code smilei.
Proceedings of the PASC '22: Platform for Advanced Scientific Computing Conference, Basel, Switzerland, June 27, 2022

Simple adaptations to speed-up the Particle-In-Cell code Smilei on the ARM-based Fujitsu A64FX processor.
Proceedings of the HPCAsia 2022 Workshop: International Conference on High Performance Computing in Asia-Pacific Region Workshops, Virtual Event Japan, January 11, 2022

2021
Detecting Abusive Language on Online Platforms: A Critical Analysis.
CoRR, 2021

2019
On Inductive Abilities of Latent Factor Models for Relational Learning.
J. Artif. Intell. Res., 2019

ROME 2019: Workshop on Reducing Online Misinformation Exposure.
Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2019

Adaptive Multi-view Path Tracing.
Proceedings of the 30th Eurographics Symposium on Rendering, 2019

2018
Smilei : A collaborative, open-source, multi-purpose particle-in-cell code for plasma simulation.
Comput. Phys. Commun., 2018

Interpretation of Natural Language Rules in Conversational Machine Reading.
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

2017
Knowledge Graph Completion via Complex Tensor Factorization.
J. Mach. Learn. Res., 2017

2016
Orthogonality regularizer for question answering.
Proceedings of the Fifth Joint Conference on Lexical and Computational Semantics, 2016

Defining Words with Words: Beyond the Distributional Hypothesis.
Proceedings of the 1st Workshop on Evaluating Vector-Space Representations for NLP, 2016

Complex Embeddings for Simple Link Prediction.
Proceedings of the 33nd International Conference on Machine Learning, 2016

Learning to Generate Textual Data.
Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, 2016

SentiHood: Targeted Aspect Based Sentiment Analysis Dataset for Urban Neighbourhoods.
Proceedings of the COLING 2016, 2016

A Factorization Machine Framework for Testing Bigram Embeddings in Knowledgebase Completion.
Proceedings of the 5th Workshop on Automated Knowledge Base Construction, 2016

2015
Latent IBP Compound Dirichlet Allocation.
IEEE Trans. Pattern Anal. Mach. Intell., 2015

Accelerating Stochastic Gradient Descent via Online Learning to Sample.
CoRR, 2015

Approximate Inference with the Variational Holder Bound.
CoRR, 2015

Towards Two-Way Interaction with Reading Machines.
Proceedings of the Statistical Language and Speech Processing, 2015

Matrix and Tensor Factorization Methods for Natural Language Processing.
Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing, 2015

On Approximate Reasoning Capabilities of Low-Rank Vector Spaces.
Proceedings of the 2015 AAAI Spring Symposia, 2015

2014
Group-sparse Embeddings in Collective Matrix Factorization.
Proceedings of the 2nd International Conference on Learning Representations, 2014

Overlapping Trace Norms in Multi-View Learning.
CoRR, 2014

Iterative Splits of Quadratic Bounds for Scalable Binary Tensor Factorization.
Proceedings of the Thirtieth Conference on Uncertainty in Artificial Intelligence, 2014

2013
Connecting comments and tags: improved modeling of social tagging systems.
Proceedings of the Sixth ACM International Conference on Web Search and Data Mining, 2013

Improving robustness of Monte-Carlo global illumination with directional regularization.
Proceedings of the SIGGRAPH Asia 2013, 2013

Error Prediction with Partial Feedback.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2013

Bringing Representativeness into Social Media Monitoring and Analysis.
Proceedings of the 46th Hawaii International Conference on System Sciences, 2013

Structured Penalties for Log-Linear Language Models.
Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing, 2013

Convex Collective Matrix Factorization.
Proceedings of the Sixteenth International Conference on Artificial Intelligence and Statistics, 2013

2012
Fast Variational Bayesian Inference for Non-Conjugate Matrix Factorization Models.
Proceedings of the Fifteenth International Conference on Artificial Intelligence and Statistics, 2012

Opinion mining in social media: Modeling, simulating, and forecasting political opinions in the web.
Gov. Inf. Q., 2012

The OS* Algorithm: a Joint Approach to Exact Optimization and Sampling
CoRR, 2012

State of the art in photon density estimation.
Proceedings of the International Conference on Computer Graphics and Interactive Techniques, 2012

Multi-device Power-saving - An Investigation in Energy Consumption Optimisation.
Proceedings of the ICINCO 2012 - Proceedings of the 9th International Conference on Informatics in Control, Automation and Robotics, Volume 1, Rome, Italy, 28, 2012

Exact Sampling and Decoding in High-Order Hidden Markov Models.
Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning, 2012

Aid to regional development agencies: finding and matching research funding opportunities.
Proceedings of the 13th Annual International Conference on Digital Government Research, 2012

System Learning of User Interactions.
Proceedings of the 18th Americas Conference on Information Systems, 2012

2011
Robust Bayesian Matrix Factorisation.
Proceedings of the Fourteenth International Conference on Artificial Intelligence and Statistics, 2011

Cloud-Based Event-Processing Architecture for Opinion Mining.
Proceedings of the World Congress on Services, 2011

User and device localization using probabilistic device log trilateration.
Proceedings of the 2011 IEEE International Workshop on Machine Learning for Signal Processing, 2011

Mail2Wiki: posting and curating Wiki content from email.
Proceedings of the 16th International Conference on Intelligent User Interfaces, 2011

Opinion mining in social media: modeling, simulating, and visualizing political opinion formation in the web.
Proceedings of the 12th Annual International Conference on Digital Government Research, 2011

Mail2Wiki: low-cost sharing and early curation from email to wikis.
Proceedings of the Fifth International Conference on Communities and Technologies, 2011

Opinion Formation in the Social Web: Agent-Based Simulations of Opinion Convergence and Divergence.
Proceedings of the Agents and Data Mining Interaction, 2011

2010
Spare Time Activity Sheets from Photo Albums.
J. Virtual Real. Broadcast., 2010

Variational bounds for mixed-data factor analysis.
Proceedings of the Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010. Proceedings of a meeting held 6-9 December 2010, 2010

Named Entity Generation Using Sampling-based Structured Prediction.
Proceedings of the INLG 2010, 2010

2009
Asymptotically Optimal Regularization in Smooth Parametric Models.
Proceedings of the Advances in Neural Information Processing Systems 22: 23rd Annual Conference on Neural Information Processing Systems 2009. Proceedings of a meeting held 7-10 December 2009, 2009

Split variational inference.
Proceedings of the 26th Annual International Conference on Machine Learning, 2009

2007
Soft Failure Detection Using Factorial Hidden Markov Models.
Proceedings of the Sixth International Conference on Machine Learning and Applications, 2007

Bias-variance tradeoff in hybrid generative-discriminative models.
Proceedings of the Sixth International Conference on Machine Learning and Applications, 2007

2006
Selection of Generative Models in Classification.
IEEE Trans. Pattern Anal. Mach. Intell., 2006

2005
Les modèles génératifs en classification supervisée et applications à la catégorisation d'images et à la fiabilité industrielle. (Generative models in supervised statistical learning with applications to digital image categorization and structural reliability).
PhD thesis, 2005

Probabilistic Latent Clustering of Device Usage.
Proceedings of the Advances in Intelligent Data Analysis VI, 2005

Hierarchical Part-Based Visual Object Categorization.
Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), 2005


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